Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

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Title
Task-Assisted Domain Adaptation with Anchor Tasks Zhizhong Li Linjie Luo Sergey Tulyakov Qieyun Dai Derek Hoiem CVBM 24 0 0 16 Aug 2019
Semi-Supervised Semantic Segmentation with High- and Low-level Consistency Sudhanshu Mittal Maxim Tatarchenko Thomas Brox SSL 33 372 0 15 Aug 2019
Dual Adversarial Inference for Text-to-Image Synthesis Qicheng Lao Mohammad Havaei Ahmad Pesaranghader Francis Dutil Lisa Di-Jorio T. Fevens GAN 26 39 0 14 Aug 2019
AdvFaces: Adversarial Face Synthesis Debayan Deb Jianbang Zhang Anil K. Jain GAN CVBM AAML PICV 35 126 0 14 Aug 2019
GAN-Tree: An Incrementally Learned Hierarchical Generative Framework for Multi-Modal Data Distributions Jogendra Nath Kundu Maharshi Gor Dakshit Agrawal R. Venkatesh Babu GAN 25 11 0 11 Aug 2019
UM-Adapt: Unsupervised Multi-Task Adaptation Using Adversarial Cross-Task Distillation Jogendra Nath Kundu Nishank Lakkakula R. Venkatesh Babu 19 59 0 11 Aug 2019
Semi-Supervised Self-Growing Generative Adversarial Networks for Image Recognition Haoqian Wang Zhiwei Xu Jun Xu Wangpeng An Lei Zhang Qionghai Dai GAN 26 8 0 11 Aug 2019
AutoGAN: Neural Architecture Search for Generative Adversarial Networks Xinyu Gong Shiyu Chang Yi Ding Zhangyang Wang GAN 35 263 0 11 Aug 2019
Visualizing the PHATE of Neural Networks Scott A. Gigante Adam S. Charles Smita Krishnaswamy Gal Mishne 38 37 0 07 Aug 2019
Visual-Relation Conscious Image Generation from Structured-Text D. Vo Akihiro Sugimoto 22 17 0 05 Aug 2019
Adversarial Self-Defense for Cycle-Consistent GANs D. Bashkirova Ben Usman Kate Saenko GAN 17 43 0 05 Aug 2019
Cycle In Cycle Generative Adversarial Networks for Keypoint-Guided Image Generation Hao Tang Dan Xu Gaowen Liu Wei Wang N. Sebe Yan Yan GAN 22 82 0 02 Aug 2019
Content and Colour Distillation for Learning Image Translations with the Spatial Profile Loss M. Sarfraz C. Seibold Haroon Khalid Rainer Stiefelhagen GAN 25 15 0 01 Aug 2019
An Empirical Study of Batch Normalization and Group Normalization in Conditional Computation Vincent Michalski Vikram S. Voleti Samira Ebrahimi Kahou Anthony Ortiz Pascal Vincent C. Pal Doina Precup BDL 30 6 0 31 Jul 2019
Learning to Dress 3D People in Generative Clothing Qianli Ma Jinlong Yang Anurag Ranjan S. Pujades Gerard Pons-Moll Siyu Tang Michael J. Black 3DH 21 12 0 31 Jul 2019
Neural Network based Explicit Mixture Models and Expectation-maximization based Learning Dong Liu Minh Thành Vu Saikat Chatterjee L. Rasmussen 21 2 0 31 Jul 2019
Multi-task Generative Adversarial Learning on Geometrical Shape Reconstruction from EEG Brain Signals Xiang Zhang Xiaocong Chen Manqing Dong Huan Liu Chang Ge Lina Yao GAN 37 12 0 31 Jul 2019
Overcoming Catastrophic Forgetting by Neuron-level Plasticity Control Inyoung Paik Sangjun Oh Taeyeong Kwak Injung Kim CLL 37 49 0 31 Jul 2019
Generative Adversarial Network for Handwritten Text Bo Ji Tianyi Chen GAN 16 26 0 27 Jul 2019
Hard-Aware Fashion Attribute Classification Yun Ye Yixin Li Bo Wu Wei Zhang Lingyu Duan Tao Mei AI4TS 27 5 0 25 Jul 2019
Synthetic Augmentation and Feature-based Filtering for Improved Cervical Histopathology Image Classification Yuan Xue Qianying Zhou Jiarong Ye L. Long Sameer Kiran Antani Carl Cornwell Z. Xue Xiaolei Huang MedIm 14 42 0 24 Jul 2019
Segmenting Objects in Day and Night:Edge-Conditioned CNN for Thermal Image Semantic Segmentation Chenglong Li W. Xia Yan Yan Bin Luo Jin Tang 22 119 0 24 Jul 2019
ChromaGAN: Adversarial Picture Colorization with Semantic Class Distribution Patricia Vitoria Lara Raad C. Ballester GAN 19 177 0 23 Jul 2019
Spatial sensitivity analysis for urban land use prediction with physics-constrained conditional generative adversarial networks A. Albert Jasleen Kaur E. Strano Marta C. González 13 8 0 22 Jul 2019
Synthetic Epileptic Brain Activities Using Generative Adversarial Networks Damian Pascual A. Aminifar David Atienza Alonso P. Ryvlin Roger Wattenhofer GAN 24 11 0 22 Jul 2019
Visualizing the Invisible: Occluded Vehicle Segmentation and Recovery Xiaosheng Yan Yuanlong Yu Feigege Wang Wenxi Liu Shengfeng He Jianxiong Pan 24 33 0 22 Jul 2019
Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods Aditya Mogadala M. Kalimuthu Dietrich Klakow VLM 35 133 0 22 Jul 2019
Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night Vinicius F. Arruda T. M. Paixão Rodrigo Berriel Alberto F. de Souza C. Badue N. Sebe Thiago Oliveira-Santos ViT 15 103 0 19 Jul 2019
Competing Against Equilibria in Zero-Sum Games with Evolving Payoffs Adrian Rivera Cardoso Jacob D. Abernethy He Wang Huan Xu 24 7 0 17 Jul 2019
Single-bit-per-weight deep convolutional neural networks without batch-normalization layers for embedded systems Mark D Mcdonnell Hesham Mostafa Runchun Wang Andre van Schaik MQ 36 2 0 16 Jul 2019
The continuous Bernoulli: fixing a pervasive error in variational autoencoders Gabriel Loaiza-Ganem John P. Cunningham DRL 31 83 0 16 Jul 2019
Adversarial Video Generation on Complex Datasets Aidan Clark Jeff Donahue Karen Simonyan VGen GAN 29 74 0 15 Jul 2019
Measuring the Transferability of Adversarial Examples D. Petrov Timothy M. Hospedales SILM AAML 20 23 0 14 Jul 2019
Adversarial Lipschitz Regularization Dávid Terjék GAN 27 52 0 12 Jul 2019
Generative Modeling by Estimating Gradients of the Data Distribution Yang Song Stefano Ermon SyDa DiffM 22 3,743 0 12 Jul 2019
On the Evaluation of Conditional GANs Terrance Devries Adriana Romero Luis Villaseñor-Pineda Graham W. Taylor M. Drozdzal EGVM 31 41 0 11 Jul 2019
Semi-supervised Feature-Level Attribute Manipulation for Fashion Image Retrieval Minchul Shin Sanghyuk Park Taeksoo Kim 37 13 0 11 Jul 2019
Mean Spectral Normalization of Deep Neural Networks for Embedded Automation Anand Subramanian N. Chong 17 2 0 09 Jul 2019
Unsupervised Domain Alignment to Mitigate Low Level Dataset Biases K. Sivamani 19 1 0 08 Jul 2019
Fast and Provable ADMM for Learning with Generative Priors Fabian Latorre Gómez Armin Eftekhari Volkan Cevher GAN 35 43 0 07 Jul 2019
Weakly-supervised Knowledge Graph Alignment with Adversarial Learning Meng Qu Jian Tang Yoshua Bengio 33 13 0 06 Jul 2019
Twin Auxiliary Classifiers GAN Biwei Huang Yanwu Xu Chunyuan Li Kuncai Zhang Kayhan Batmanghelich 16 33 0 05 Jul 2019
Large Scale Adversarial Representation Learning Jeff Donahue Karen Simonyan SSL 69 542 0 04 Jul 2019
PathologyGAN: Learning deep representations of cancer tissue A. Quiros R. Murray-Smith Ke-Fei Yuan MedIm GAN 14 85 0 04 Jul 2019
Semi-supervised Image Attribute Editing using Generative Adversarial Networks Y. Dogan H. Keles GAN 19 21 0 03 Jul 2019
Cascade Attention Guided Residue Learning GAN for Cross-Modal Translation Bin Duan Wei Wang Hao Tang Hugo Latapie Yan Yan 32 35 0 03 Jul 2019
Generative Guiding Block: Synthesizing Realistic Looking Variants Capable of Even Large Change Demands Minho Park Hak Gu Kim Yong Man Ro 22 3 0 02 Jul 2019
Rare Disease Detection by Sequence Modeling with Generative Adversarial Networks Kezi Yu Yunlong Wang Yong Cai Cao Xiao E. Zhao Lucas Glass Jimeng Sun 24 14 0 01 Jul 2019
Continual Learning for Robotics: Definition, Framework, Learning Strategies, Opportunities and Challenges Timothée Lesort Vincenzo Lomonaco Andrei Stoian Davide Maltoni David Filliat Natalia Díaz Rodríguez CLL 35 248 0 29 Jun 2019
SetGAN: Improving the stability and diversity of generative models through a permutation invariant architecture Alessandro Ferrero Shireen Y. Elhabian Ross T. Whitaker GAN 18 0 0 28 Jun 2019